Ralph Wiggum V2
majiayu000/claude-skill-registry
Autonomous TDD development loop with parallel agent swarm, category evolution, and convergence detection.
Smart Router Orchestrator coordinates substantive development with native subagents when ENABLESMARTROUTERORCHESTRATOR=1 and Unity Gateway smart routing is enabled.
Install Smart Router Orchestrator
$ npx skills add databricks/unity-gateway --skill smart-router-orchestrator -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install databricks/unity-gateway smart-router-orchestrator --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/databricks/unity-gateway.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/smart-router-orchestrator .claude/skills/smart-router-orchestrator && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "smart-router-orchestrator" agent skill from https://github.com/databricks/unity-gateway/tree/main/skills/smart-router-orchestrator into .claude/skills/smart-router-orchestrator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "smart-router-orchestrator", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/databricks/unity-gateway/tree/main/skills/smart-router-orchestratorType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add databricks/unity-gateway --skill smart-router-orchestrator -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install databricks/unity-gateway smart-router-orchestrator --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/databricks/unity-gateway.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/smart-router-orchestrator .agents/skills/smart-router-orchestrator && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "smart-router-orchestrator" agent skill from https://github.com/databricks/unity-gateway/tree/main/skills/smart-router-orchestrator into .agents/skills/smart-router-orchestrator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "smart-router-orchestrator", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add databricks/unity-gateway --skill smart-router-orchestrator -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install databricks/unity-gateway smart-router-orchestrator --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/databricks/unity-gateway.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/smart-router-orchestrator .cursor/skills/smart-router-orchestrator && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "smart-router-orchestrator" agent skill from https://github.com/databricks/unity-gateway/tree/main/skills/smart-router-orchestrator into .cursor/skills/smart-router-orchestrator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "smart-router-orchestrator", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/databricks/unity-gateway.git --path skills/smart-router-orchestrator--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add databricks/unity-gateway --skill smart-router-orchestrator -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install databricks/unity-gateway smart-router-orchestrator --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/databricks/unity-gateway.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/smart-router-orchestrator .gemini/skills/smart-router-orchestrator && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "smart-router-orchestrator" agent skill from https://github.com/databricks/unity-gateway/tree/main/skills/smart-router-orchestrator into .gemini/skills/smart-router-orchestrator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "smart-router-orchestrator", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install databricks/unity-gateway smart-router-orchestratorInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add databricks/unity-gateway --skill smart-router-orchestrator -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/databricks/unity-gateway.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/smart-router-orchestrator .github/skills/smart-router-orchestrator && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "smart-router-orchestrator" agent skill from https://github.com/databricks/unity-gateway/tree/main/skills/smart-router-orchestrator into .github/skills/smart-router-orchestrator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "smart-router-orchestrator", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add databricks/unity-gateway --skill smart-router-orchestrator -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install databricks/unity-gateway smart-router-orchestrator --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/databricks/unity-gateway.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/smart-router-orchestrator .opencode/skills/smart-router-orchestrator && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "smart-router-orchestrator" agent skill from https://github.com/databricks/unity-gateway/tree/main/skills/smart-router-orchestrator into .opencode/skills/smart-router-orchestrator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "smart-router-orchestrator", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
smart-router-orchestrator- GitHub stars
- 109
- Token cost
- ~2k tokens
- SKILL.md length
- 1,073 words
- Files
- 8
- Skills in repo
- 2
- Repo updated
- First seen
- Licence
- Custom licence
At a glance
Smart Router Orchestrator coordinates substantive development with native subagents when ENABLESMARTROUTERORCHESTRATOR=1 and Unity Gateway smart routing is enabled.
- Tasks that involve Subagents
- SKILL.md covers Activation, Workflow, Delegation gate and Assign and coordinate, plus 1 more section
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Smart Router Orchestrator is an agent skill from databricks/unity-gateway, published by the product's own GitHub organization. Smart Router Orchestrator coordinates substantive development with native subagents when ENABLESMARTROUTERORCHESTRATOR=1 and Unity Gateway smart routing is enabled. Follow UG's activation context. Skip easy tasks and explicit no-subagent requests.
Its SKILL.md is about 2k tokens, which your agent loads only when the skill is triggered. The skill folder holds 8 other files (for example `README.md`, `agents/explorer.md` and `agents/researcher.md`).
It sits in Agent Workflows, covering Subagents.
When your agent uses it
- Tasks that involve Subagents
Example prompts
- “/smart-router-orchestrator”
What it can do on your machine
Read from SKILL.md and the folder at commit 2ff1d8a. It shows what the files ask for, not the result of running them.
Tool permissions
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Runs code
No scripts in the folder and no shell commands in SKILL.md.
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
Smart Router Orchestrator loads about 2k tokens when it runs. Until then it costs about 69 tokens; SKILL.md has 1,073 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
Safety
Auto-check passed
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
SKILL.md
Its licence (Custom licence) doesn't allow us to republish the file, so here is its outline and opening line. It has 1,073 words (~1,985 tokens).
“UG's prompt and compaction hooks activate this workflow only in an eligible smart-routing session launched with ENABLE_SMART_ROUTER_ORCHESTRATOR=1 while routing is on. Follow the latest UG activation context and successful Smart Router toggles; installed skill files and old context do not…”
- name
- smart-router-orchestrator
- model
- inherit
- argument-hint
- [task]
- metadata.version
- 1.1.0
Files
SKILL.md and 7 other files in skills/smart-router-orchestrator of databricks/unity-gateway.
- SKILL.md
- LICENSE.upstream
- README.md
- agents/explorer.md
- agents/researcher.md
- agents/reviewer.md
- agents/tester.md
- agents/worker.md
Open the folder on GitHubat commit 2ff1d8a
Compare with similar skills
Smart Router Orchestrator next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Smart Router Orchestrator this skilldatabricks/unity-gateway | 109 | — | ~2k | Automated safety check: Pass | Custom licence | |
| Ralph Wiggum V2majiayu000/claude-skill-registry | 666 | 1 repos | ~1.9k | Automated safety check: Pass | MIT | |
| Claude Code Agent Developmentanthropics/claude-plugins-official | 38k | 8 repos | ~2.8k | Automated safety check: Pass | Apache-2.0 | |
| Subagent Driven DevelopmentAsvarox/allkaraoke | 261 | 38 repos | ~1.2k | Automated safety check: Pass | None | |
| Dispatching Parallel Agentsultralisp/ultralisp | 258 | 41 repos | ~1.5k | Automated safety check: Pass | None | |
| Paseo Advisor Second Opiniongetpaseo/paseo | 20k | 1 repos | ~756 | Automated safety check: Pass | Custom licence |
Similar skills
- Official
Claude Code Agent Development
anthropics/claude-plugins-official
Explains how to write agents for Claude Code plugins: the markdown file with YAML frontmatter, trigger descriptions, model and color settings, and system prompt design.
Subagent Driven Development
Asvarox/allkaraoke
A skill your agent uses when executing implementation plans with independent tasks in the current session
Dispatching Parallel Agents
ultralisp/ultralisp
A skill your agent uses when facing 2+ independent tasks that can be worked on without shared state or sequential dependencies
Paseo Advisor Second Opinion
getpaseo/paseo
Launches one separate agent through Paseo to give a second opinion on the current task, with a self-contained briefing and no permission to edit files.
Task Observer
rebelytics/one-skill-to-rule-them-all
Monitors task execution for skill improvement opportunities.
More from databricks/unity-gateway
- Official
Smart Router
databricks/unity-gateway
Enable or disable Unity Gateway subagent model routing for the current smart-routed Claude or Codex session, along with Smart Router Orchestrator when opted in.
Related
Categories
Questions about Smart Router Orchestrator
What does Smart Router Orchestrator do?
Smart Router Orchestrator coordinates substantive development with native subagents when ENABLESMARTROUTERORCHESTRATOR=1 and Unity Gateway smart routing is enabled. Smart Router Orchestrator is an agent skill from databricks/unity-gateway, published by the product's own GitHub organization. Smart Router Orchestrator coordinates substantive development with native subagents when ENABLESMARTROUTERORCHESTRATOR=1 and Unity Gateway smart routing is enabled.
When should I use Smart Router Orchestrator?
Smart Router Orchestrator fits situations like: tasks that involve Subagents.
How do I install Smart Router Orchestrator in Claude Code?
Run `npx skills add databricks/unity-gateway --skill smart-router-orchestrator -a claude-code`. Or copy the skill folder (skills/smart-router-orchestrator in databricks/unity-gateway) into .claude/skills/smart-router-orchestrator in your project. Claude Code loads it when a task matches its description.
How do I install Smart Router Orchestrator in Codex?
Run `npx skills add databricks/unity-gateway --skill smart-router-orchestrator -a codex`. Or copy the skill folder (skills/smart-router-orchestrator in databricks/unity-gateway) into .agents/skills/smart-router-orchestrator in your project. Codex loads it when a task matches its description.
Can I use Smart Router Orchestrator in Cursor, Gemini CLI or GitHub Copilot?
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add databricks/unity-gateway --skill smart-router-orchestrator -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/smart-router-orchestrator, .gemini/skills/smart-router-orchestrator, .github/skills/smart-router-orchestrator and .opencode/skills/smart-router-orchestrator in your project.
What does Smart Router Orchestrator need to run?
SKILL.md names no scripts, command-line tools or credentials: Smart Router Orchestrator is instructions for the agent only.
Does Smart Router Orchestrator access the network?
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
Is Smart Router Orchestrator safe to install?
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
What licence does Smart Router Orchestrator use?
Smart Router Orchestrator has a licence file (the repository's licence) that doesn't match a standard licence. Read it on GitHub before reusing the skill.
How many tokens does Smart Router Orchestrator use?
About 2k tokens (SKILL.md is roughly 7.9k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
What are the alternatives to Smart Router Orchestrator?
Skills that share tags, products or a category with Smart Router Orchestrator: Ralph Wiggum V2 (majiayu000/claude-skill-registry, 666 stars), Claude Code Agent Development (anthropics/claude-plugins-official, 38k stars), Subagent Driven Development (Asvarox/allkaraoke, 261 stars) and Dispatching Parallel Agents (ultralisp/ultralisp, 258 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Smart Router Orchestrator?
databricks (a GitHub organization, an official publisher) maintains it in databricks/unity-gateway, which has 109 GitHub stars. The repository holds 2 skills in this directory. The repository was last updated on October 8, 2026.
Source: databricks/unity-gateway on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.